Navigating ambiguous and uncertain waters with DataRobot
August 04, 2022
Navigating ambiguous and uncertain waters with DataRobot
Score 9 out of 10
Vetted Review
Verified User
Overall Satisfaction with DataRobot
I use DataRobot to streamline, automate and deploy credit scoring and risk assessment evaluation models for a multinational Fintech with operations across different LATAM markets.
- Powerful to quickly connect and process data
- Excellent algorithm generation and model building capabilities
- Superior performance to deploy live models with API connectivity
- Enhanced capabilities to connect to SQL servers is desired.
- Functionalities oriented to suggest feature improvements and amendments when models decay over time.
- Formatting is an issue. Standardization and user-friendliness are required whenever working with local spreadsheets, CSVs, and other data repositories.
- Increase in credit scoring capabilities, thereby increasing approval rates
- Increased productivity and more time for value-added tasks within the team
- Lower costs associated to lower portfolio losses and write-offs
- Higher profitability due to customer retention and better risk hedging decisions
- The platform alleviates the cumbersome and lengthy former process associated with model design and formulation.
- It streamlines multiple algorithms that can be tested and used to validate results.
- Simple interface that allows modeling, simulation, and sensitivity analysis both from an operational and financial standpoint.
- The platform has allowed us to rapidly deploy models, introduce new loan products and quickly re-train new models based on empirical data.
- Easy deployment, connection, and launch to APIs.
- DataRobot has helped us navigate a harsh and hostile environment, given high uncertainty and ambiguity regarding loan decision-making.
- DataRobot's platform has saved loads of time and effort that would otherwise have been devoted to formulation, programming, and algorithm definition.
- DataRobot has helped us manage credit risk since it uses thousands of models and relies on best practices to achieve maximum performance on its outputs.
Do you think DataRobot delivers good value for the price?
Yes
Are you happy with DataRobot's feature set?
Yes
Did DataRobot live up to sales and marketing promises?
Yes
Did implementation of DataRobot go as expected?
Yes
Would you buy DataRobot again?
Yes